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Florent Pled

19

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Publications

c-desceliers

	Review and Recent Developments on the Perfectly Matched Layer (PML) Method for the Numerical Modeling and Simulation of Elastic Wave Propagation in Unbounded Domains Florent Pled , Christophe Desceliers Archives of Computational Methods in Engineering, 2022, ⟨10.1007/s11831-021-09581-y⟩ Article dans une revue hal-03196974v1
	A robust solution of a statistical inverse problem in multiscale computational mechanics using an artificial neural network Florent Pled , Christophe Desceliers , Tianyu Zhang Computer Methods in Applied Mechanics and Engineering, 2021, 373, pp.113540. ⟨10.1016/j.cma.2020.113540⟩ Article dans une revue hal-03000299v2
	Robust Multiscale Identification of Apparent Elastic Properties at Mesoscale for Random Heterogeneous Materials with Multiscale Field Measurements Tianyu Zhang , Florent Pled , Christophe Desceliers Materials, 2020, 13 (12), pp.2826. ⟨10.3390/ma13122826⟩ Article dans une revue hal-02879369v1

	A data-driven statistical inverse identification method for phase field modeling of fracture in random heterogeneous elastic media Florent Pled , Christophe Desceliers Engineering Mechanics Institute Conference 2023 (EMI 2023), Georgia Institute of Technology, Jun 2023, Atlanta, United States Communication dans un congrès hal-04122931v1
	A data-driven identification method based on neural networks for solving statistical inverse problems in computational mechanics Florent Pled , Christophe Desceliers 13th International Conference on Structural Safety & Reliability (ICOSSAR 2021-2022), Tongji University, Sep 2022, Shanghai (virtual), China Communication dans un congrès hal-03774358v1
	On the Design of Artificial Neural Networks for solving Statistical Inverse Problems in Computational Biomechanics Florent Pled , Christophe Desceliers 15th World Congress on Computational Mechanics (WCCM XV), Jul 2022, Yokohama (virtual), Japan Communication dans un congrès hal-03763600v1
	Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media: Forward Numerical Simulations and Sensitivity Analysis Idiris Satgun , Florent Pled , Christophe Desceliers European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2022), Jun 2022, Oslo, Norway Communication dans un congrès hal-03712152v1
	Identification of a Phase Field Model for Brittle Fracture in Random Heterogeneous Elastic Media Idiris Satgun , Florent Pled , Christophe Desceliers 15th World Congress on Computational Mechanics (WCCM XV), Jul 2022, Yokohama (virtual), Japan Communication dans un congrès hal-03763617v1
	Statistical inverse problem for the mesoscale model of apparent elasticity properties by training an artificial neural network Florent Pled , C. Desceliers , Tianyu Zhang 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athens (virtual), Greece Communication dans un congrès hal-03277962v1
	A probabilistic artificial neural network for a robust identification of the random apparent elasticity tensor field at mesoscale Christophe Desceliers , Florent Pled 16th U.S. National Congress on Computational Mechanics (USNCCM16), Jul 2021, Chicago, Illinois (virtual), United States Communication dans un congrès hal-03278148v1
	On the Solution of Statistical Inverse Problems using Machine Learning Methods based on Artificial Neural Networks Florent Pled , C. Desceliers 16th U.S. National Congress on Computational Mechanics (USNCCM16), Jul 2021, Chicago, Illinois (virtual), United States Communication dans un congrès hal-03277972v1
	Artificial neural network for a robust identification of apparent elasticity properties at mesoscale with limited experimental measurements Christophe Desceliers , Florent Pled , Tianyu Zhang 14th World Congress on Computational Mechanics (WCCM XIV), Jan 2021, Paris (virtual), France Communication dans un congrès hal-03253340v1
	An artificial neural network-based identification method applied to a random elasto-acoustic wave propagation problem in computational biomechanics Florent Pled , Christophe Desceliers , Amir H. Gandomi 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2021), Jun 2021, Athens (virtual), Greece Communication dans un congrès hal-03253248v1
	Robust identification of geometrical and mechanical properties using artificial neural networks for cortical bone damage prediction Florent Pled , Christophe Desceliers , Amir H. Gandomi 14th World Congress on Computational Mechanics (WCCM XIV), Jan 2021, Paris (virtual), France Communication dans un congrès hal-03253309v1
	Machine learning based on neural networks for the inverse identification of probability distributions - Application to the axial transmission technique for the ultrasonic characterization of damaged cortical bone properties Florent Pled , Christophe Desceliers , Amir H. Gandomi XI International Conference on Structural Dynamics (EURODYN 2020), Nov 2020, Athens, Greece Communication dans un congrès hal-03638124v1
	Neural network prediction of cortical bone damage using a stochastic computational mechanical model Florent Pled , Christophe Desceliers , Amir H. Gandomi , Christian Soize 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), Jul 2019, Hersonissos, Crete Island, Greece Communication dans un congrès hal-02175561v1
	Experimental identification of mesoscopic elasticity tensor field for heterogeneous materials with complex microstructure using multiscale experimental imaging measurements Tianyu Zhang , Christophe Desceliers , Florent Pled 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), Jun 2019, Hersonissos, Crete Island, Greece Communication dans un congrès hal-02176038v1
	Multiscale identification of apparent elastic properties at meso-scale for materials with complex microstructure using experimental imaging measurements Tianyu Zhang , Florent Pled , Christophe Desceliers 6th European Conference on Computational Mechanics (ECCM VI), Jun 2018, Glasgow, United Kingdom Communication dans un congrès hal-01817010v1
	Image-based multiscale modeling of bone elasticity: how to make the most out of uncertainty? Vittorio Sansalone , Davide Gagliardi , Salah Naili , Christophe Desceliers , Florent Pled 12th World Congress on Computational Mechanics (WCCM XII), Jul 2016, Seoul, South Korea Communication dans un congrès hal-01306408v1